Florence d'Alché-Buc

Full Professor, Télécom Paris
Full Professor, Télécom ParisTech, Institut Polytechnique de paris
Joined
May 2020

Names

Florence d'Alché-Buc (Preferred)
, 
Florence d'Alché
, 
Florence D'Alché

Emails

****@telecom-paristech.fr (Confirmed)
, 
****@telecom-paris.fr (Confirmed)

Personal Links

Career & Education History

Full Professor
Télécom Paris (telecom-paris.fr)
2014 – Present
Full Professor
Télécom ParisTech, Institut Polytechnique de paris (telecom-paristech.fr)
2014 – Present
Full Professor
Université d'Evry (univ-evry.fr)
2004 – 2014
Assistant Professor
Université Pierre et Marie Curie (upmc.fr)
1995 – 2004
Research scientist
Philis Research Lab (philips.fr)
1993 – 1995
PhD student
Université Paris-Sud (upsud.fr)
1990 – 1993
MS student
Télécom ParisTech (telecom-paristech.fr)
1988 – 1990
MS student
Université de Caen - Basse normandie (unicaen.fr)
1985 – 1988

Advisors, Relations & Conflicts

Coworker
Rémi Flamary
Present
Coauthor
Pavlo Mozharovskyi
2020 – Present
Social
Minh Ha Quang
2016 – Present
Social
Moulines
2014 – Present
PhD Advisee
Dimitri Bouche
2019 – 2023
PhD Advisee
Luc Brogat-Motte
2019 – 2023
PhD Advisee
Jayneel Parekh
2019 – 2023
PhD Advisee
Guillaume Staerman
2018 – 2021

Expertise

structured output prediction
Present
time-serie modeling
Present
biological network inference
Present
large scale kernel methods
Present
semi-supervised learning
Present
trees and tree-based methods
, 
ensemble methods
Present
deep kernel architectures
2019 – Present
functional regression
2019 – Present
few shot learning
2018 – Present
conditional quantile regression
2018 – Present
representation learning
2018 – Present
kernel approximation
2016 – Present
multitask learning
2013 – Present
kernel learning
2012 – Present
operator-valued kernels
2011 – Present
structured prediction
2006 – Present
computational biololgy
2003 – Present
Ordinary Differential Equation estimation
2003 – Present
dynamical biological system
2002 – Present
kernel methods
2001 – Present
ensemble methods
2001 – Present

Publications

View all 83 publications

Co-Authors

View all 111 co-authors